The implications of embodiment for behavior and cognition: animal and robotic case studies

02/02/2012
by   Matej Hoffmann, et al.
0

In this paper, we will argue that if we want to understand the function of the brain (or the control in the case of robots), we must understand how the brain is embedded into the physical system, and how the organism interacts with the real world. While embodiment has often been used in its trivial meaning, i.e. 'intelligence requires a body', the concept has deeper and more important implications, concerned with the relation between physical and information (neural, control) processes. A number of case studies are presented to illustrate the concept. These involve animals and robots and are concentrated around locomotion, grasping, and visual perception. A theoretical scheme that can be used to embed the diverse case studies will be presented. Finally, we will establish a link between the low-level sensory-motor processes and cognition. We will present an embodied view on categorization, and propose the concepts of 'body schema' and 'forward models' as a natural extension of the embodied approach toward first representations.

READ FULL TEXT

page 4

page 7

page 9

page 11

page 12

page 15

page 17

page 22

research
11/23/2018

Hierarchical visuomotor control of humanoids

We aim to build complex humanoid agents that integrate perception, motor...
research
10/19/2020

Body models in humans, animals, and robots

Humans and animals excel in combining information from multiple sensory ...
research
07/17/2023

Robot motor learning shows emergence of frequency-modulated, robust swimming with an invariant Strouhal-number

Fish locomotion emerges from a diversity of interactions among deformabl...
research
09/26/2017

Beyond Accessibility: Lifting Perceptual Limitations for Everyone

We propose that accessibility research can lay the foundation for techno...
research
08/15/2023

Hierarchical generative modelling for autonomous robots

Humans can produce complex whole-body motions when interacting with thei...
research
01/16/2021

From hand to brain and back: Grip forces deliver insight into the functional plasticity of somatosensory processes

The human somatosensory cortex is intimately linked to other central bra...
research
01/23/2020

Design, Validation, and Case Studies of 2D-VSR-Sim, an Optimization-friendly Simulator of 2-D Voxel-based Soft Robots

Voxel-based soft robots (VSRs) are aggregations of soft blocks whose des...

Please sign up or login with your details

Forgot password? Click here to reset